“The results show a clear trend towards a more negative tone,” write Kathleen Napier and Lior Shamir of Lawrence Technological University in Michigan. “Anger, disgust, sadness, and conscientiousness have increased significantly, while joy, confidence, and openness expressed in pop-song lyrics has declined.” – Pacific Standard